2 Projects

Imagerie
A TensorFlow training interface

Automate quality assurance with image detection
  • Express Server as proxy service to upload / download photos from AWS S3, Minio and other storage services.
  • Webpack 4 hotloading development environment with testing, production and development build scripts for packing and deployment
  • Drop and Drop photo library manager for building trainings from remote and local photos
  • Customized Tree component for easier review of tag and photo collections with counts and average region sizes
  • Customized Select region component for drawing, dragging, and resizing tags with 0 - 400% magnified zoom window
  • User defined categories and tag names
  • Automated demo builder with customizing parameters

Started: 2018-05-01

Launched/Lasted: 2018-12-31

Technologies: Node.js, Express.js, React.js, Bootstrap, AWS S3

Industries: Technology, Analytics, Robotics, Manufacturing

Team: E.A.Taylor: Front-End. Sam Silverberg: TensorFlow. Aaron Silverberg: Product Development.

Companies/Brands: Refined Motion, Flexible Assembly

3 more images

Refined Motion

  • Built interface to configure assembly jobs where tools are enabled or disabled by current position
  • Wrote synchronous data validation on torque and resistance values with results stored in remote mySQL database
  • Created custom node-red nodes for smoother synchronization with Fanuc robots
  • Built offline-first application for training Tensor Flow image detection to inspect assembly results

Started: 2017-12-01

Launched/Lasted: 2018-08-20

Technologies: Node-Red, Node.js, JavaScript, CSS3, HTML5, React.js, Express.js, Bootstrap

Industries: Technology, Robotics, Manufacturing

Team: E.A.Taylor: Front-End, Back-End. Aaron Silverberg: Vice President

Companies/Brands: Refined Motion, Tesla Motors, Flexible Assembly